{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Regraph Viewer\n",
    "### Load a regraph generated json file into networkx and view it"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import os\n",
    "import sys\n",
    "from pathlib import Path\n",
    "import networkx as nx\n",
    "from networkx.readwrite import json_graph\n",
    "\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_graph(json_file):\n",
    "    with open(json_file) as file:\n",
    "        json_data = json.load(file)\n",
    "        G = json_graph.node_link_graph(json_data)\n",
    "    return G"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x1080 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "output_dir = Path() / \"output\"\n",
    "regraph_file = output_dir / \"Hexagon_0000.json\"\n",
    "G = create_graph(regraph_file)\n",
    "plt.figure(figsize=(15,15)) \n",
    "nx.draw(G, with_labels=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize Face Points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<mpl_toolkits.mplot3d.art3d.Path3DCollection at 0x7fb000763350>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pt_json_file = output_dir / \"ReconstructionExtractor_SketchPlaneXYZ_e198ff35_Untitled_target.json\"\n",
    "with open(pt_json_file) as file:\n",
    "    pt_data = json.load(file)\n",
    "\n",
    "xs = []\n",
    "ys = []\n",
    "zs = []\n",
    "for node in pt_data[\"nodes\"]:\n",
    "    if \"points\" in node:\n",
    "        pts = node[\"points\"]\n",
    "        pts_total = int(len(pts) / 3.0)\n",
    "        for i in range(pts_total):\n",
    "            xs.append(pts[i * 3])\n",
    "            ys.append(pts[i * 3 + 1])\n",
    "            zs.append(pts[i * 3 + 2])\n",
    "        \n",
    "fig = plt.figure(figsize=(10, 10))\n",
    "ax = fig.add_subplot(111, projection='3d')        \n",
    "ax.scatter(xs, ys, zs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
